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| Fast and Accurate Factual Inconsistency Detection Over Long Documents | Oct 19, 2023 | ChunkingNatural Language Inference | CodeCode Available | 1 |
| Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders | Aug 12, 2020 | Cross-Modal Information RetrievalCross-Modal Retrieval | CodeCode Available | 1 |
| Large Dual Encoders Are Generalizable Retrievers | Dec 15, 2021 | Domain GeneralizationPassage Retrieval | CodeCode Available | 1 |
| Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models | May 19, 2015 | Image DescriptionPhrase Grounding | CodeCode Available | 1 |
| PeerQA: A Scientific Question Answering Dataset from Peer Reviews | Feb 19, 2025 | answerability predictionAnswer Generation | CodeCode Available | 1 |
| Preference Tuning For Toxicity Mitigation Generalizes Across Languages | Jun 23, 2024 | RetrievalSentence | CodeCode Available | 1 |
| GERE: Generative Evidence Retrieval for Fact Verification | Apr 12, 2022 | Claim VerificationFact Verification | CodeCode Available | 1 |
| Similarity Reasoning and Filtration for Image-Text Matching | Jan 5, 2021 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| Unsupervised Dense Information Retrieval with Contrastive Learning | Dec 16, 2021 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 |
| Stacked Cross Attention for Image-Text Matching | Mar 21, 2018 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization | Mar 24, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation | Jan 1, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 |
| IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages | Nov 8, 2020 | Genre classificationMultiple-choice | CodeCode Available | 1 |
| BUTTER: A Representation Learning Framework for Bi-directional Music-Sentence Retrieval and Generation | Oct 1, 2020 | Representation LearningRetrieval | —Unverified | 0 |
| VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation | Sep 28, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning | Apr 29, 2020 | Continual Learningnamed-entity-recognition | —Unverified | 0 |
| When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? | Apr 26, 2022 | Machine TranslationNMT | —Unverified | 0 |
| Grammatical-Error-Aware Incorrect Example Retrieval System for Learners of Japanese as a Second Language | Aug 1, 2019 | Grammatical Error DetectionRetrieval | —Unverified | 0 |
| A Dataset for Sentence Retrieval for Open-Ended Dialogues | May 24, 2022 | Conversational SearchRetrieval | —Unverified | 0 |
| Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Answer Sentence Retrieval by Matching Dependency Paths acquired from Question/Answer Sentence Pairs | Apr 1, 2012 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification | Nov 1, 2018 | Entity LinkingNatural Language Inference | —Unverified | 0 |
| Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation | Nov 1, 2019 | RetrievalSentence | —Unverified | 0 |
| Is Cross-lingual Evaluation Only About Cross-lingual? | Nov 16, 2021 | RetrievalSentence | —Unverified | 0 |
| Language Features Matter: Effective Language Representations for Vision-Language Tasks | Aug 17, 2019 | Image CaptioningLanguage Modelling | —Unverified | 0 |
| Learning a Recurrent Visual Representation for Image Caption Generation | Nov 20, 2014 | Caption GenerationImage Retrieval | —Unverified | 0 |
| Learning Joint Representations of Videos and Sentences with Web Image Search | Aug 8, 2016 | Image RetrievalNatural Language Queries | —Unverified | 0 |
| Learning to Scale Multilingual Representations for Vision-Language Tasks | Apr 9, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Approximate Sentence Retrieval for Scalable and Efficient Example-Based Machine Translation | Dec 1, 2012 | Information RetrievalLanguage Modelling | —Unverified | 0 |
| Cross-modal Semantic Enhanced Interaction for Image-Sentence Retrieval | Oct 17, 2022 | cross-modal alignmentObject | —Unverified | 0 |
| Deep Fragment Embeddings for Bidirectional Image Sentence Mapping | Jun 22, 2014 | Referring Expression ComprehensionRetrieval | —Unverified | 0 |
| Mind's Eye: A Recurrent Visual Representation for Image Caption Generation | Jun 1, 2015 | Caption GenerationImage Description | —Unverified | 0 |
| MULE: Multimodal Universal Language Embedding | Sep 8, 2019 | Data AugmentationMachine Translation | —Unverified | 0 |
| Automatic Concept Discovery from Parallel Text and Visual Corpora | Sep 24, 2015 | RetrievalSentence | —Unverified | 0 |
| Disjoint Multi-task Learning between Heterogeneous Human-centric Tasks | Feb 14, 2018 | Action ClassificationGeneral Classification | —Unverified | 0 |
| OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval | Nov 16, 2021 | Cross-Lingual TransferMachine Translation | —Unverified | 0 |
| OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval | May 17, 2022 | Cross-Lingual TransferMachine Translation | —Unverified | 0 |
| Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification | Sep 1, 2019 | Binary ClassificationRetrieval | —Unverified | 0 |
| Preserving Cross-Linguality of Pre-trained Models via Continual Learning | Aug 1, 2021 | Continual Learningnamed-entity-recognition | —Unverified | 0 |
| Privacy, Interpretability, and Fairness in the Multilingual Space | Jan 16, 2022 | FairnessRetrieval | —Unverified | 0 |
| Massively Multilingual Lexical Specialization of Multilingual Transformers | Aug 1, 2022 | Bilingual Lexicon InductionRetrieval | —Unverified | 0 |
| Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval | Nov 1, 2021 | Machine TranslationRetrieval | —Unverified | 0 |
| SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval | Nov 1, 2019 | Information RetrievalRetrieval | —Unverified | 0 |
| Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding | Nov 1, 2021 | RetrievalSemantic Similarity | —Unverified | 0 |
| sEEG-based Encoding for Sentence Retrieval: A Contrastive Learning Approach to Brain-Language Alignment | Apr 20, 2025 | Contrastive LearningSentence | —Unverified | 0 |
| SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings | Apr 25, 2024 | Contrastive LearningInformation Retrieval | —Unverified | 0 |
| Soft Language Clustering for Multilingual Model Pre-training | Jun 13, 2023 | ClusteringCross-Lingual Transfer | —Unverified | 0 |
| English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too | May 26, 2020 | Cross-Lingual TransferHellaSwag | —Unverified | 0 |
| Structured Multi-modal Feature Embedding and Alignment for Image-Sentence Retrieval | Aug 5, 2021 | cross-modal alignmentRetrieval | —Unverified | 0 |